References

  • Althaus, S. L. (2012). What’s good and bad in political communication research? Normative standards for evaluating media and citizen performance. In H. A. Semetko, and M. Scammell (Eds.), The SAGE handbook of political communication (pp. 97–112). London: SAGE. doi:10.4135/9781446201015.n9
  • Anstead, N. (2017). Data-driven campaigning in the 2015 United Kingdom general election. The International Journal of Press/Politics, 22(3), 294–313. doi:10.1177/1940161217706163
  • Baldwin-Philippi, J. (2017). The myths of data-driven campaigning. Political Communication, 34(4), 627–633. doi:10.1080/10584609.2017.1372999
  • Barocas, S. (2012). The price of precision: Voter microtargeting and its potential harms to the democratic process. In I. Weber, A. M. Popescu, and M. Pennacchiotti (Eds.), PLEAD ’12: Proceedings of the First Edition Workshop on Politics, Elections and Data Maui Hawaii USA (pp. 31–36). Association for Computing Machinery. doi:10.1145/2389661.2389671
  • Bartsch, A., & Schneider, F. M. (2014). Entertainment and politics revisited: How non-escapist forms of entertainment can stimulate political interest and information seeking. Journal of Communication, 64(3), 369–396. doi:10.1111/jcom.12095
  • Bennett, C. J. (2016). Voter databases, micro-targeting, and data protection law: Can political parties campaign in Europe as they do in North America? International Data Privacy Law, 6(4), 261–275. doi:10.1093/idpl/ipw021
  • Bleier, A., & Eisenbeiss, M. (2015a). Personalized online advertising effectiveness: The interplay of what, when, and where. Marketing Science, 34(5), 669–688. doi:10.1287/mksc.2015.0930
  • Bleier, A., & Eisenbeiss, M. (2015b). The importance of trust for personalized online advertising. Journal of Retailing, 91(3), 390–409. doi:10.1016/j.jretai.2015.04.001
  • Bodó, B., Helberger, N., & de Vreese, C. H. (2017). Political micro-targeting: A Manchurian candidate or just a dark horse? Internet Policy Review, 6(4), 1–13. doi:10.14763/2017.4.776
  • Boerman, S. C., Kruikemeier, S., & Zuiderveen Borgesius, F. J. (2017). Online behavioral advertising: A literature review and research agenda. Journal of Advertising, 46(3), 363–376. doi:10.1080/00913367.2017.1339368
  • Broockman, D. E., & Green, D. P. (2014). Do online advertisements increase political candidates’ name recognition or favorability? Evidence from randomized field experiments. Political Behavior, 36(2), 263–289. doi:10.1007/s11109-013-9239-z
  • Chen, G. M., & Ng, M. Y. M. (2016). Third-person perception of online comments: Civil ones persuade you more than me. Computers in Human Behavior, 55(B), 736–742. doi:10.1016/j.chb.2015.10.014
  • Citrin, J., & Stoker, L. (2018). Political trust in a cynical age. Annual Review of Political Science, 21(1), 49–70. doi:10.1146/annurev-polisci-050316-092550
  • Davison, W. P. (1983). The third-person effect in communication. Public Opinion Quarterly, 47(1), 1–15. doi:10.1086/268763
  • Dobber, T., Trilling, D., Helberger, N., & de Vreese, C. (2019). Spiraling downward: The reciprocal relation between attitude toward political behavioral targeting and privacy concerns. New Media & Society, 21(6), 1212–1231. doi:10.1177/1461444818813372
  • Dylko, I. B., Dolgov, I., Hoffman, W., Eckhart, N., Molina, M. D., & Aaziz, O. (2017). The dark side of technology: An experimental investigation of the influence of customizability technology on online political selective exposure. Computers in Human Behavior, 73, 181–190. doi:10.1016/j.chb.2017.03.031
  • Endres, K. (2020). Targeted issue messages and voting behavior. American Politics Research, 48(2), 317–328. doi:10.1177/1532673X19875694
  • Endres, K., & Kelly, K. J. (2018). Does microtargeting matter? Campaign contact strategies and young voters. Journal of Elections, Public Opinion and Parties, 28(1), 1–18. doi:10.1080/17457289.2017.1378222
  • Fieschi, C., & Heywood, P. (2004). Trust, cynicism and populist anti-politics. Journal of Political Ideologies, 9(3), 289–309. doi:10.1080/1356931042000263537
  • Fletcher, R., & Nielsen, R. K. (2018). Are people incidentally exposed to news on social media? A comparative analysis. New Media & Society, 20(7), 2450–2468. doi:10.1177/1461444817724170
  • Friestad, M., & Wright, P. (1994). The persuasion knowledge model: How people cope with persuasion attempts. Journal of Consumer Research, 21(1), 1–31. doi:10.1086/209380
  • Gorton, W. A. (2016). Manipulating citizens: How political campaigns’ use of behavioral social science harms democracy. New Political Science, 38(1), 61–80. doi:10.1080/07393148.2015.1125119
  • Habermas, J. (1996). Three normative models of democracy. In S. Benhabib (Ed.), Democracy and Difference: Contesting the boundaries of the political (pp. 21–30). Princeton: Princeton University Press.
  • Haenschen, K., & Jennings, J. (2019). Mobilizing millennial voters with targeted internet advertisements: A field experiment. Political Communication, 36(3), 357–375. doi:10.1080/10584609.2018.1548530
  • Ham, C. D. (2017). Exploring how consumers cope with online behavioral advertising. International Journal of Advertising, 36(4), 632–658. doi:10.1080/02650487.2016.1239878
  • Ham, C.-D., & Nelson, M. R. (2016). The role of persuasion knowledge, assessment of benefit and harm, and third-person perception in coping with online behavioral advertising. Computers in Human Behavior, 62, 689–702. doi:10.1016/j.chb.2016.03.076
  • Hersh, E. D. (2015). Hacking the electorate: How campaigns perceive voters. New York, NY: Cambridge University Press. doi:10.1017/CBO9781316212783
  • Hersh, E. D., & Schaffner, B. F. (2013). Targeted campaign appeals and the value of ambiguity. The Journal of Politics, 75(2), 520–534. doi:10.1017/S0022381613000182
  • Hidi, S., & Renninger, K. A. (2006). The four-phase model of interest development. Educational Psychologist, 41(2), 111–127. doi:10.1207/s15326985ep4102_4
  • Hinds, J., Williams, E. J., & Joinson, A. N. (2020). “It wouldn’t happen to me”: Privacy concerns and perspectives following the Cambridge Analytica scandal. International Journal of Human Computer Studies, 143(June), 1–14. doi:10.1016/j.ijhcs.2020.102498
  • Holman, M. R., Schneider, M. C., & Pondel, K. (2015). Gender targeting in political advertisements. Political Research Quarterly, 68(4), 816–829. doi:10.1177/2F1065912915605182
  • Hu, M. (2020). Cambridge analytica’s black box. Big Data & Society, 7(2), 2053951720938091. doi:10.1177/2F2053951720938091
  • Jaccard, J., & Wan, C. K. (1995). Measurement error in the analysis of interaction effects between continuous predictors using multiple regression: Multiple indicator and structural equation approaches. Psychological Bulletin, 117(2), 348–357. doi:10.1037/0033-2909.117.2.348
  • Jamieson, K. H. (2013). Messages, micro-targeting, and new media technologies. The Forum, 11(3), 429–435. doi:10.1515/for-2013-0052
  • Jenkins, J., & Graves, L. (2019). United States. In N. Newman, R. Fletcher, A. Kalogeropoulos, and R. K. Nielsen, Eds., Reuters institute digital news report 2019 [Report], pp. 118–119. Oxford: Reuters Institute for the Study of Journalism https://reutersinstitute.politics.ox.ac.uk/sites/default/files/inline-files/DNR_2019_FINAL.pdf.
  • Kim, Y. J., & Han, J. (2014). Why smartphone advertising attracts customers: A model of Web advertising, flow, and personalization. Computers in Human Behavior, 33, 256–269. doi:10.1016/j.chb.2014.01.015
  • Kruikemeier, S., Sezgin, M., & Boerman, S. C. (2016). Political microtargeting: Relationship between personalized advertising on Facebook and voters’ responses. Cyberpsychology, Behavior and Social Networking, 19(6), 367–372. doi:10.1089/cyber.2015.0652
  • Lecheler, S., & de Vreese, C. H. (2017). News media, knowledge, and political interest: Evidence from a dual role from a field experiment. Journal of Communication, 67(4), 545–564. doi:10.1111/jcom.12314
  • Leonhard, L., Karnowski, V., & Kümpel, A. S. (2020). Online and (the feeling of being) informed: Online news usage patterns and their relation to subjective and objective political knowledge. Computers in Human Behavior, 103, 181–189. doi:10.1016/j.chb.2019.08.008
  • Miyazaki, A. D. (2008). Online privacy and the disclosure of cookie use: Effects on consumer trust and anticipated patronage. Journal of Public Policy & Marketing, 27(1), 19–33. doi:10.1509/jppm.27.1.19
  • Moeller, J., Shehata, A., & Kruikemeier, S. (2018). Internet use and political interest: Growth curves, reinforcing spirals, and causal effects during adolescence. Journal of Communication, 68(6), 1052–1078. doi:10.1093/joc/jqy062
  • Newman, N., Fletcher, R., Kalogeropoulos, A., & Nielsen, R. K. (Eds.). (2019). Reuters Institute Digital News Report 2019 [Report]. Reuters Institute for the Study of Journalism. https://reutersinstitute.politics.ox.ac.uk/sites/default/files/inline-files/DNR_2019_FINAL.pdf
  • Norris, P. (2014). Why electoral integrity matters. New York, NY: Cambridge University Press. doi:10.5860/choice.187753
  • Ohme, J., de Vreese, C. H., & Albaek, E. (2018). The uncertain first-time voter: Effects of political media exposure on young citizens’ formation of vote choice in a digital media environment. New Media & Society, 20(9), 3243–3265. doi:10.1177/1461444817745017
  • Papakyriakopoulos, O., Hegelich, S., Shahrezaye, M., & Serrano, J. C. (2018). Social media and microtargeting: Political data processing and the consequences for Germany. Big Data and Society, 5(2), 2053951718811844. doi:10.1177/2053951718811844
  • Pilditch, T., & Madsen, J. (2021). Targeting your preferences: Modelling micro-targeting for an increasingly diverse electorate. Journal of Artificial Societies and Social Simulation, 24, 1. doi:10.18564/jasss.4452.
  • Pinkleton, B. E., & Austin, E. W. (2004). Media perceptions and public affairs apathy in the politically inexperienced. Mass Communication & Society, 7(3), 319–337. doi:10.1207/s15327825mcs0703_4
  • Prior, M. (2010). You’ve either got it or you don’t? The stability of political interest over the life cycle. Journal of Politics, 72(3), 747–766. doi:10.1017/S0022381610000149
  • Ribeiro, F. N., Saha, K., Babaei, M., Henrique, L., Messias, J., Benevenuto, F., … Redmiles, E. M. (2019). On microtargeting socially divisive ads: A case study of Russia-linked ad campaigns on Facebook. In FAT* ‘19: Conference on fairness, accountability, and transparency (pp. 140–149). Atlanta: Association for Computing Machinery. doi:10.1145/3287560.3287580
  • Ridout, T. N. (2009). Campaign microtargeting and the relevance of the televised political ad. The Forum, 7(2), 5. doi:10.2202/1540-8884.1304
  • Ryu, S., & Park, Y. (2020). How consumers cope with location-based advertising (LBA) and personal information disclosure: The mediating role of persuasion knowledge, perceived benefits and harms, and attitudes toward LBA. Computers in Human Behavior, 112, 106450. doi:10.1016/j.chb.2020.106450
  • Shanahan, T., Tran, T. P., & Taylor, E. C. (2019). Getting to know you: Social media personalization as a means of enhancing brand loyalty and perceived quality. Journal of Retailing and Consumer Services, 47, 57–65. doi:10.1016/j.jretconser.2018.10.007
  • Stanaland, A. J. S., Lwin, M. O., & Miyazaki, A. D. (2011). Online privacy trustmarks: Enhancing the perceived ethics of digital advertising. Journal of Advertising Research, 51(3), 511–523. doi:10.2501/JAR-51-3-511-523
  • Strömbäck, J. (2005). In search of a standard: Four models of democracy and their normative implications for journalism. Journalism Studies, 6(3), 331–345. doi:10.1080/14616700500131950
  • Strömbäck, J., & Shehata, A. (2010). Media malaise or a virtuous circle? Exploring the causal relationships between news media exposure, political news attention and political interest. European Journal of Political Research, 49(5), 575–597. doi:10.1111/j.1475-6765.2009.01913.x
  • Stromer-Galley, J. (2014). 2012: Data-driven networked campaigning. In J. Stromer-Galley (Ed.), Presidential campaigning in the internet age (pp. 140–170). New York, NY: Oxford University Press. doi:10.1093/oso/9780190694043.003.0006
  • Tenove, C., Buffie, J., McKay, S., & Moscrop, D. (2018). Digital threats to democratic elections: How foreign actors use digital techniques to undermine democracy [Report]. Centre for the Study of Democratic Institutions. https://democracy2017.sites.olt.ubc.ca/files/2018/01/DigitalThreats_Report-FINAL.pdf
  • Teorell, J. (2006). Political participation and three theories of democracy: A research inventory and agenda. European Journal of Political Research, 45(5), 787–810. doi:10.1111/j.1475-6765.2006.00636.x
  • Thompson, D. F. (1970). The democratic citizen: Social science and democratic theory in the twentieth century. London: Princeton University Press.
  • Tsfati, Y., & Cohen, J. (2005). Democratic consequences of hostile media perceptions: The case of Gaza settlers. Harvard International Journal of Press/Politics, 10(4), 28–51. doi:10.1177/2F1081180X05280776
  • Turow, J., Delli Carpini, M. X., Draper, N. A., & Howard-Williams, R. (2012). Americans roundly reject tailored political advertising [Report]. Annenberg School for Communication, University of Pennsylvania. https://repository.upenn.edu/cgi/viewcontent.cgi?article=1414&context=asc_papers
  • Van den Broeck, E., Poels, K., & Walrave, M. (2020). How do users evaluate personalized Facebook advertising? An analysis of consumer- and advertiser controlled factors. Qualitative Market Research: An International Journal, 23(2), 309–327. doi:10.1108/QMR-10-2018-0125
  • Van Duyn, E., & Collier, J. (2019). Priming and fake news: The effects of elite discourse on evaluations of news media. Mass Communication and Society, 22(1), 29–48. doi:10.1080/15205436.2018.1511807
  • Vandenberg, R. J., & Lance, C. E. (2000). A review and synthesis of the measurement invariance literature: Suggestions, practices, and recommendations for organizational research. Organizational Research Methods, 3(1), 4–70. doi:10.1177/109442810031002
  • Wagner, M., Aichholzer, J., Eberl, J.-M., Meyer, T. M., Berk, N., Büttner, N., … Müller, W. C. (2018). AUTNES online panel study 2017 questionnaires (German) [Report]. AUSSDA. doi:10.11587/I7QIYJ/MD5KAP
  • Weaver, D., & Drew, D. (2001). Voter learning and interest in the 2000 presidential election: Did the media matter? Journalism and Mass Communication Quaterly, 78(4), 787–798. doi:10.1177/107769900107800411
  • Zuiderveen Borgesius, F., Möller, J., Kruikemeier, S., Fathaigh, R. Ó., Irion, K., Dobber, T., … de Vreese, C. H. (2018). Online political microtargeting: Promises and threats for democracy. Utrecht Law Review, 14(1), 82–96. doi:10.18352/ulr.420